Next generation integrated smart manufacturing based on big data analytics, reinforced learning, and optimal routes planning methods. - Chang Liu 055; Hanying Li; Yuwei Tang; Dongtao Lin; Jiawei Liu (Int. J. Comput. Integr. Manuf., 2019)

(Smart CPS) Integrated application in intelligent production and logistics management: technical architectures concepts and business model analyses for the customised facial masks manufacturing. - Chang Liu 055; Yunzhu Zhou; Yutong Cen; Dongtao Lin (Int. J. Comput. Integr. Manuf., 2019)

Task re-pricing model based on density-based spatial clustering of applications. - Chang Liu 055; Yang Cao (Appl. Soft Comput., 2020)

Iot based laundry services: an application of big data analytics, intelligent logistics management, and machine learning techniques. - Chang Liu 055; Yongfu Feng; Dongtao Lin; Liang Wu; Min Guo (Int. J. Prod. Res., 2020)

An integrated intelligent manufacturing model based on scheduling and reinforced learning algorithms. - Chang Liu 055; Renqing Luosang; Xing Yao; Letian Su (Comput. Ind. Eng., 2021)

Forecasting the Market with Machine Learning Algorithms: An Application of NMC-BERT-LSTM-DQN-X Algorithm in Quantitative Trading. - Chang Liu 055; Jie Yan; Feiyue Guo; Min Guo (ACM Trans. Knowl. Discov. Data, 2022)